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Synthetic Aperture Radar (SAR) Data Applications
Engelsk Hardback
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Synthetic Aperture Radar (SAR) Data Applications
Engelsk Hardback
Hardback
1.097 kr
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Om denne bog

This carefully curated volume presents an in-depth, state-of-the-art discussion on many applications of Synthetic Aperture Radar (SAR). Integrating interdisciplinary sciences, the book features novel ideas, quantitative methods, and research results, promising to advance computational practices and technologies within the academic and industrial communities. SAR applications employ diverse and often complex computational methods rooted in machine learning, estimation, statistical learning, inversion models, and empirical models. Current and emerging applications of SAR data for earth observation, object detection and recognition, change detection, navigation, and interference mitigation are highlighted. Cutting edge methods, with particular emphasis on machine learning, are included.  Contemporary deep learning models in object detection and recognition in SAR imagery with corresponding feature extraction and training schemes are considered. State-of-the-art neural network architectures in SAR-aided navigation are compared and discussed further. Advanced empirical and machine learning models in retrieving land and ocean information - wind, wave, soil conditions, among others, are also included. 


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Product detaljer
Sprog:
Engelsk
Sider:
278
ISBN-13:
9783031212246
Indbinding:
Hardback
Udgave:
ISBN-10:
303121224X
Kategori:
Udg. Dato:
19 jan 2023
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer International Publishing AG
Oplagsdato:
19 jan 2023
Forfatter(e):
Kategori sammenhænge